Faculty

Institution

Unit

Venue

Carlotta Domeniconi

Associate Professor

George Mason University

Affiliations

College of Engineering and Computing

Computer Science

Carlotta Domeniconi is currently serving as a College Of Engineering And Computing Associate Professor at George Mason University.

Honors

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Experiences

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Education

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Carlotta Domeniconi

George Mason University

Associate Professor

You can click a keyword to filter the displayed items

machine learning computer science data science clustering data mining bioinformatics knowledge discovery deep learning pattern recognition information retrieval applied mathematics systems engineering ensemble algorithms unsupervised machine learning supervised learning computational biology computational intelligence classification method information technology machine learning research knowledge management scientific computing semi-supervised learning knowledge engineering knowledge technology kernel methods crowdsourcing protein function prediction information fusion active learning data engineering knowledge processing cybernetics machine vision data fusion matrix factorization data classification outlier detection ranking algorithms bayesian analysis information management knowledge-based systems heterogeneous networks computer-supported collaborative learning applied algebra structure discovery sparse representations data-driven learning semantic learning high dimensional data semi-supervised clustering multiple co-clusterings intelligent computing protein science protein bioinformatics feature learning learning to rank knowledge modeling zero-shot learning knowledge data engineering distributed computing document classification real attributes statistical testing weighted-object ensemble clustering multi-relational data weighted matrix factorization cross-domain text classification multiple kernels co-clustering ensembles collaborative matrix factorization isoform function prediction heterogeneous network fusion projective clustering ensembles information visualization soft computing

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Federated Causality Learning With Explainable Adaptive Optimization. Proceedings of the AAAI Conference on Artificial Intelligence (2024)

Dezhi YangXintong HeJun WangGuoxian YuCarlotta DomeniconiJinglin Zhang

federated learningexplainable adaptive optimizationcomputational intelligenceadaptive optimizationexplainable aicomputer sciencemachine learningmachine intelligenceartificial intelligencedeep learning

Multiple Clusterings: Recent Advances and Perspectives. Computer Science Review (2024)

Guoxian YuLiangrui RenJun WangCarlotta DomeniconiXiangliang Zhang

multiple clusteringscomputer sciencemachine learningclusteringcomputational science

Personalized Federated Few-Shot Node Classification. Science China Information Sciences (2024)

Yunfeng ZhaoXintong HeGuoxian YuJun WangYongqing ZhengCarlotta Domeniconi

deep learningfederated learningfew-shot learningfeature extractionmachine learning researchdata miningcomputer scienceinformaticsmachine learningdata scienceinformation technologyautomatic classificationinformation fusionfeature detectionknowledge discoveryfew-shot node classificationinformation science

Semi-Asynchronous Online Federated Crowdsourcing. 2022 IEEE 38th International Conference on Data Engineering (ICDE) (2024)

Xiangping KangGuoxian YuQingzhong LiJun WangHui LiCarlotta Domeniconi

mobile computingcomputer sciencescientific computingdata modelingcrowdsourcingcrowd computingdata scienceinformation fusionbig datainformation technologydata integrationsemi-asynchronous onlinesystems engineeringdata engineeringdata disseminationdata managementdistributed systemsmachine learningonline algorithms

Causality-Based Fair Multiple Decision by Response Functions. ACM Transactions on Knowledge Discovery from Data (2023)

Cong SuGuoxian YuYongqing ZhengJun WangZhengtian WuXiangliang ZhangCarlotta Domeniconi

causalitydata miningcomputer scienceinformaticsmachine learningdata scienceresponse functionsinformation retrievalknowledge discovery

Directed Acyclic Graph Learning on Attributed Heterogeneous Network. IEEE Transactions on Knowledge and Data Engineering (2023)

Jiaxuan LiangJun WangGuoxian YuWei GuoCarlotta DomeniconiMaozu Guo

knowledge technologydirected graphssystems engineeringacyclic graphknowledge representation and reasoningknowledge graphsheterogeneous networkscomputer scienceinformaticsdata scienceknowledge discoveryknowledge managementdata engineeringgraph theoryknowledge engineering

Enhancing Out-Of-Vocabulary Estimation With Subword Attention. Findings of the Association for Computational Linguistics: ACL 2022 (2023)

Raj PatelCarlotta Domeniconi

linguisticssubword attentionnatural language processingmachine learningout-of-vocabulary estimation

FEDTA: Federated Worthy Task Assignment for Crowd Workers. IEEE Transactions on Dependable and Secure Computing (2023)

Xiangping KangGuoxian YuLanju KongCarlotta DomeniconiXiangliang ZhangQingzhong Li

federated learningconfidential computingworthy task assignmentsystems engineeringtrustworthy computingsecure computingmachine learningcomputer-supported cooperative workcrowd workers

Few-Shot Partial Multi-Label Learning via Prototype Rectification. Knowledge and Information Systems (2023)

Yunfeng ZhaoGuoxian YuLei LiuZhongmin YanCarlotta DomeniconiXiayan ZhangLizhen Cui

prototype rectificationcomputer science

Few-Shot Partial Multi-Label Learning With Synthetic Features Network. Knowledge and Information Systems (2023)

Yifan SunYunfeng ZhaoGuoxian YuZhongmin YanCarlotta Domeniconi

few-shot learningknowledge representation and reasoningcomputer sciencemachine learningknowledge processingknowledge managementsynthetic features networkknowledge engineeringknowledge discoveryknowledge technology

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Carlotta Domeniconi

Associate Professor

George Mason University

Affiliations

College of Engineering and Computing

Computer Science

Carlotta Domeniconi is currently serving as a College Of Engineering And Computing Associate Professor at George Mason University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Carlotta Domeniconi

George Mason University

Associate Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Federated Causality Learning With Explainable Adaptive Optimization. Proceedings of the AAAI Conference on Artificial Intelligence (2024)

Dezhi YangXintong HeJun WangGuoxian YuCarlotta DomeniconiJinglin Zhang

Multiple Clusterings: Recent Advances and Perspectives. Computer Science Review (2024)

Guoxian YuLiangrui RenJun WangCarlotta DomeniconiXiangliang Zhang

multiple clusteringscomputer sciencemachine learningclusteringcomputational science

Personalized Federated Few-Shot Node Classification. Science China Information Sciences (2024)

Yunfeng ZhaoXintong HeGuoxian YuJun WangYongqing ZhengCarlotta Domeniconi

Semi-Asynchronous Online Federated Crowdsourcing. 2022 IEEE 38th International Conference on Data Engineering (ICDE) (2024)

Xiangping KangGuoxian YuQingzhong LiJun WangHui LiCarlotta Domeniconi

Causality-Based Fair Multiple Decision by Response Functions. ACM Transactions on Knowledge Discovery from Data (2023)

Cong SuGuoxian YuYongqing ZhengJun WangZhengtian WuXiangliang ZhangCarlotta Domeniconi

causalitydata miningcomputer scienceinformaticsmachine learningdata scienceresponse functionsinformation retrievalknowledge discovery

Directed Acyclic Graph Learning on Attributed Heterogeneous Network. IEEE Transactions on Knowledge and Data Engineering (2023)

Jiaxuan LiangJun WangGuoxian YuWei GuoCarlotta DomeniconiMaozu Guo

Enhancing Out-Of-Vocabulary Estimation With Subword Attention. Findings of the Association for Computational Linguistics: ACL 2022 (2023)

Raj PatelCarlotta Domeniconi

linguisticssubword attentionnatural language processingmachine learningout-of-vocabulary estimation

FEDTA: Federated Worthy Task Assignment for Crowd Workers. IEEE Transactions on Dependable and Secure Computing (2023)

Xiangping KangGuoxian YuLanju KongCarlotta DomeniconiXiangliang ZhangQingzhong Li

federated learningconfidential computingworthy task assignmentsystems engineeringtrustworthy computingsecure computingmachine learningcomputer-supported cooperative workcrowd workers

Few-Shot Partial Multi-Label Learning via Prototype Rectification. Knowledge and Information Systems (2023)

Yunfeng ZhaoGuoxian YuLei LiuZhongmin YanCarlotta DomeniconiXiayan ZhangLizhen Cui

prototype rectificationcomputer science

Few-Shot Partial Multi-Label Learning With Synthetic Features Network. Knowledge and Information Systems (2023)

Yifan SunYunfeng ZhaoGuoxian YuZhongmin YanCarlotta Domeniconi

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machine learning

computer science

Cornelia Caragea

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University of Illinois Chicago

language resource

multidisciplinary ai

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optimization-based data mining

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